Dey, Somdip and Guajardo, Enrique Zaragoza and Basireddy, Karunakar Reddy and Wang, Xiaohang and Singh, Amit Kumar and McDonald-Maier, Klaus (2019) EdgeCoolingMode: An Agent Based Thermal Management Mechanism for DVFS Enabled Heterogeneous MPSoCs. In: 2019 32nd International Conference on VLSI Design and 2019 18th International Conference on Embedded Systems (VLSID), 2019-01-05 - 2019-01-09, Delhi.
Dey, Somdip and Guajardo, Enrique Zaragoza and Basireddy, Karunakar Reddy and Wang, Xiaohang and Singh, Amit Kumar and McDonald-Maier, Klaus (2019) EdgeCoolingMode: An Agent Based Thermal Management Mechanism for DVFS Enabled Heterogeneous MPSoCs. In: 2019 32nd International Conference on VLSI Design and 2019 18th International Conference on Embedded Systems (VLSID), 2019-01-05 - 2019-01-09, Delhi.
Dey, Somdip and Guajardo, Enrique Zaragoza and Basireddy, Karunakar Reddy and Wang, Xiaohang and Singh, Amit Kumar and McDonald-Maier, Klaus (2019) EdgeCoolingMode: An Agent Based Thermal Management Mechanism for DVFS Enabled Heterogeneous MPSoCs. In: 2019 32nd International Conference on VLSI Design and 2019 18th International Conference on Embedded Systems (VLSID), 2019-01-05 - 2019-01-09, Delhi.
Abstract
Thermal cycling as well as temperature gradient in time and space affects the lifetime reliability and performance of heterogeneous multiprocessor systems-on-chips (MPSoCs). Conventional temperature management techniques are not intelligent enough to cater for performance, energy efficiency as well as operating temperature of the system. In this paper we propose a light-weight novel thermal management mechanism in the form of intelligent software agent, which monitors and regulates the operating temperature of the CPU cores to improve reliability of the system. We validated our methodology on the Odroid-XU4 SoC and it has been successful to reduce the operating temperature by 6.32% while improving performance by 7.96% and reducing power consumption by 9.45% than the state-of-the-art.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | Published proceedings: 2019 32nd International Conference on VLSI Design and 2019 18th International Conference on Embedded Systems (VLSID) |
| Uncontrolled Keywords: | Lifetime reliability; multiprocessor systems-on-chip (MPSoCs); thermal management; thermal cycling; DVFS |
| Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
| SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 21 Jul 2020 09:07 |
| Last Modified: | 14 Jul 2023 21:08 |
| URI: | http://repository.essex.ac.uk/id/eprint/27615 |
Available files
Filename: conference_041818 Edge.pdf